{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "cee73412",
   "metadata": {},
   "source": [
    "# Baysian Decision Theory\n",
    "Suppose a M-class $(\\omega_1,\\omega_2, \\cdots, \\omega_M)$ classification task and a attribute vector $\\mathbf{x}$ symbolizing unknown sample <br>\n",
    "We could simply calculate prior probability $P(\\omega_k) = \\frac{N_k}{N}$ and conditional probability $P(\\mathbf{x}|\\omega_k)$, this could processed as MLE of known data points <br>\n",
    "According to Baysian Rule,\n",
    "\n",
    "$$\n",
    "    P(\\omega_i|\\mathbf{x}) = \\frac{P(\\mathbf{x}|\\omega_i)P(\\omega_i)}{p(\\mathbf{x})}\n",
    "$$\n",
    "\n",
    "Note that $P(\\mathbf{x}|\\omega_i)$ is a distribution, denotes probability distribution of all possible attribute vector belonging to one specific class $\\omega_i$"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "514994a2",
   "metadata": {},
   "source": [
    "# Non-parametric Methods\n",
    "## Parzen Window\n",
    "1. window function\n",
    "$$\n",
    "\\varphi(x)=\n",
    "\\left\\{\n",
    "\\begin{array}{ll}\n",
    "1 &, |\\frac{(x-x_i)}{h}| \\le 0.5\\\\\n",
    "0 &, others\n",
    "\\end{array}\n",
    "\\right .\n",
    "$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "fc66db7c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import animation\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "\n",
    "def generate_data(num_samples):\n",
    "    \n",
    "    # 生成样本\n",
    "    datax = np.hstack([np.random.randn(num_samples) * 2 - 5, \n",
    "                       np.random.randn(num_samples) * 2 + 3, \n",
    "                       np.random.randn(num_samples) * 3 - 5])\n",
    "    datay = np.hstack([np.random.randn(num_samples) * 6 + 5, \n",
    "                       np.random.randn(num_samples) * 4 - 6, \n",
    "                       np.random.randn(num_samples) * 4 + 3])\n",
    "\n",
    "    x_, y_ = datax, datay\n",
    "    pos_ = np.vstack([datax, datay])\n",
    "    return x_, y_, pos_\n",
    "\n",
    "def parzen_window(x, h):\n",
    "\n",
    "    u = (pos - x.reshape(-1,1))/ h\n",
    "    ix, iy = pos[:, (abs(u) <= 0.5).all(axis=0)]\n",
    "    k = len(ix)\n",
    "\n",
    "    return k / ((h**2) * n)\n",
    "\n",
    "\n",
    "def rotate(angle):\n",
    "    ax.view_init(azim=angle)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "1a3e7063",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 900x300 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "windowsize = [0.2, 4, 10]\n",
    "n = 20000\n",
    "xv, yv, pos = generate_data(n)\n",
    "# 散点图\n",
    "plt.figure(1,figsize=(9,3))\n",
    "plt.subplots_adjust(wspace=0.25)\n",
    "plot_pos = 131\n",
    "xi = np.array([1,4])\n",
    "for h in windowsize:\n",
    "    plt.subplot(plot_pos)\n",
    "    plot_pos += 1\n",
    "    u = (pos - xi.reshape(-1, 1)) / h\n",
    "    ix, iy = pos[:, (abs(u) <= 0.5).all(axis=0)]\n",
    "    plt.title(\"h=\" + str(h))\n",
    "    plt.scatter(xv, yv, s=0.01)\n",
    "    plt.scatter(ix, iy,  s=0.01, c='g')\n",
    "    plt.scatter(xi[0], xi[1], c='r', s=0.75)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3280ec82",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import warnings\n",
    "\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "# 三维\n",
    "w = 50\n",
    "gx = np.linspace(np.min(xv), np.max(xv), w)\n",
    "gy = np.linspace(np.min(yv), np.max(yv), w)\n",
    "# 获得网格坐标矩阵\n",
    "gxv, gyv = np.meshgrid(gx, gy)\n",
    "fgxv = gxv.ravel()\n",
    "fgyv = gyv.ravel()\n",
    "\n",
    "for i, h in enumerate(windowsize):\n",
    "    fpx = np.array([parzen_window(x, h) for x in np.vstack([fgxv,fgyv]).T])\n",
    "    fpx = fpx.reshape(w, w)\n",
    "    fig = plt.figure(num = i+1)\n",
    "    ax = Axes3D(fig)\n",
    "    surf = ax.plot_surface(gxv,gyv,fpx, rstride=1, cstride=1, cmap='GnBu_r')\n",
    "    ax.set_xlabel('x')\n",
    "    ax.set_ylabel('y')\n",
    "    ax.set_zlabel('z')\n",
    "    ax.set_title('h='+str(h))\n",
    "\n",
    "    # 添加等高线\n",
    "    ax.contourf(gxv, gyv, fpx, zdir='z', offset= fpx.max(), cmap='GnBu_r')\n",
    "    ax.set_zlim3d(0, fpx.max())\n",
    "    # 添加图例bar\n",
    "    fig.colorbar(surf, shrink=0.5, aspect=5)\n",
    "    rot_animation = animation.FuncAnimation(fig, rotate, frames=np.arange(0, 362, 2), interval=100)\n",
    "    rot_animation.save('./rotation_{}.gif'.format('h='+str(h)), dpi=80, writer='pillow')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4856e83b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": true
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
